Jonathan Carlucho
@jonathancarlucho
AI-native founder-engineer. I ship complete production systems solo—AI sales agents that close real deals, and a full fintech SaaS. Not demos.
What I'm looking for
I’m an AI-native founder-engineer who ships complete production systems—often solo, always in days, not decks. Most candidates show certificates; I show systems running right now with real users and real money on the line: “Sofía,” a bilingual AI sales agent live on cylinderautosales.com that qualifies and books customers 24/7, and PropCommand, a full fintech SaaS I architected and built end-to-end.
I drive AI coding agents (Claude Code, Codex) to write complete code, then harden it with adversarial audits, guardrails, and LLM-as-judge evaluation. For Sofía I mined 1,200+ real conversations, wired a closed CRM→ad attribution loop (phone → GoHighLevel → Meta CAPI) that proves which ad produced an actual sale—not a click—and shipped multi-tenant “Sofía Cloud” (Supabase RLS) plus “Agency OS” so it scales safely.
PropCommand shows the range I build solo: a risk-first NinjaTrader 8 execution engine in C#, a Next.js/Supabase dashboard, Stripe billing and a Telegram bot, and a deterministic “brain” where every number is computed by code and the LLM only narrates—and must pass a verifier before it ships.
I’ve also built an Android device farm and a Chrome extension for marketplace automation, a multi-agent orchestration dashboard, and recovered and extended a live algorithmic trading system with out-of-sample validation. Full-stack across TypeScript/React/Next.js, Python/Node, Supabase/Firebase, and C#.
Experience
Work history, roles, and key accomplishments
Quantitative Developer
Private Trading Client
Jan 2025 - Present (1 year 7 months)
Recovered a NinjaTrader 8 (C#) algorithmic trading system from a dead VPS, adding an ONNX ML inference gate. Built a Python research pipeline with pre-registered out-of-sample validation to reduce false edges before they impact capital.
Founder & AI Engineer
AI Automation Agency for Auto Dealerships
Jan 2025 - Present (1 year 7 months)
Architected and shipped “Sofía,” a bilingual AI sales agent (Anthropic Claude API) that answers, qualifies, and books real customers 24/7 via web chat and WhatsApp with guardrails and LLM-as-judge verification. Built the ad-to-CRM closed-loop using Meta Conversions API, plus voice-agent routing and an “Agency OS” Node.js platform backed by Supabase for multi-tenant conversation data.
Automation Engineer
LotPilot
Jan 2025 - Present (1 year 7 months)
Built an Android device farm (ADB/uiautomator2) with Python agents orchestrated by Node.js, and a Chrome MV3 extension to turn dealer inventory into Facebook Marketplace listings. Hardened the system with multi-agent adversarial code audits and unit tests, including fixes for safety-gate issues.
Education
Degrees, certifications, and relevant coursework
Self-directed coursework
Project-based learning program, AI automation engineering
2024 -
Relentless, project-based learning focused on the systems described in the resume, ongoing since 2024.
Antelope Valley College
ESL coursework, English as a Second Language (ESL)
2024 -
ESL coursework at Antelope Valley College in California.
Buenos Aires, Argentina (High School)
High School Diploma, High school education
Completed a High School Diploma in Buenos Aires, Argentina.
Availability
Location
Authorized to work in
Website
jjcarlucho.github.ioPortfolio
cylinderautosales.comJob categories
Skills
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